Overview

Dataset statistics

Number of variables36
Number of observations57345
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory15.8 MiB
Average record size in memory288.0 B

Variable types

Numeric21
Categorical15

Warnings

SOURCE has constant value "Residential" Constant
ASSESSMENT_NBHD has a high cardinality: 55 distinct values High cardinality
CENSUS_BLOCK has a high cardinality: 3771 distinct values High cardinality
Unnamed: 0 is highly correlated with ZIPCODE and 2 other fieldsHigh correlation
BATHRM is highly correlated with ROOMS and 3 other fieldsHigh correlation
NUM_UNITS is highly correlated with ROOMS and 2 other fieldsHigh correlation
ROOMS is highly correlated with BATHRM and 4 other fieldsHigh correlation
BEDRM is highly correlated with BATHRM and 2 other fieldsHigh correlation
AYB is highly correlated with EYBHigh correlation
EYB is highly correlated with AYBHigh correlation
PRICE is highly correlated with BATHRM and 1 other fieldsHigh correlation
GBA is highly correlated with BATHRM and 4 other fieldsHigh correlation
KITCHENS is highly correlated with NUM_UNITS and 2 other fieldsHigh correlation
FIREPLACES is highly correlated with GBAHigh correlation
USECODE is highly correlated with NUM_UNITS and 1 other fieldsHigh correlation
ZIPCODE is highly correlated with Unnamed: 0 and 1 other fieldsHigh correlation
LATITUDE is highly correlated with LONGITUDE and 1 other fieldsHigh correlation
LONGITUDE is highly correlated with Unnamed: 0 and 3 other fieldsHigh correlation
CENSUS_TRACT is highly correlated with LATITUDE and 1 other fieldsHigh correlation
SQUARE is highly correlated with Unnamed: 0 and 2 other fieldsHigh correlation
Unnamed: 0 is highly correlated with PRICE and 3 other fieldsHigh correlation
BATHRM is highly correlated with ROOMS and 3 other fieldsHigh correlation
NUM_UNITS is highly correlated with KITCHENS and 1 other fieldsHigh correlation
ROOMS is highly correlated with BATHRM and 2 other fieldsHigh correlation
BEDRM is highly correlated with BATHRM and 2 other fieldsHigh correlation
AYB is highly correlated with ZIPCODEHigh correlation
PRICE is highly correlated with Unnamed: 0 and 3 other fieldsHigh correlation
GBA is highly correlated with BATHRM and 2 other fieldsHigh correlation
KITCHENS is highly correlated with NUM_UNITS and 1 other fieldsHigh correlation
USECODE is highly correlated with NUM_UNITS and 1 other fieldsHigh correlation
ZIPCODE is highly correlated with Unnamed: 0 and 2 other fieldsHigh correlation
LATITUDE is highly correlated with LONGITUDEHigh correlation
LONGITUDE is highly correlated with Unnamed: 0 and 4 other fieldsHigh correlation
CENSUS_TRACT is highly correlated with LONGITUDEHigh correlation
SQUARE is highly correlated with Unnamed: 0 and 3 other fieldsHigh correlation
Unnamed: 0 is highly correlated with ZIPCODE and 1 other fieldsHigh correlation
BATHRM is highly correlated with ROOMS and 2 other fieldsHigh correlation
NUM_UNITS is highly correlated with KITCHENS and 1 other fieldsHigh correlation
ROOMS is highly correlated with BATHRM and 2 other fieldsHigh correlation
BEDRM is highly correlated with BATHRM and 2 other fieldsHigh correlation
GBA is highly correlated with BATHRM and 2 other fieldsHigh correlation
KITCHENS is highly correlated with NUM_UNITSHigh correlation
USECODE is highly correlated with NUM_UNITSHigh correlation
ZIPCODE is highly correlated with Unnamed: 0 and 1 other fieldsHigh correlation
LONGITUDE is highly correlated with CENSUS_TRACTHigh correlation
CENSUS_TRACT is highly correlated with LONGITUDEHigh correlation
SQUARE is highly correlated with Unnamed: 0 and 1 other fieldsHigh correlation
Unnamed: 0 is highly correlated with LONGITUDE and 10 other fieldsHigh correlation
USECODE is highly correlated with NUM_UNITSHigh correlation
LONGITUDE is highly correlated with Unnamed: 0 and 9 other fieldsHigh correlation
ZIPCODE is highly correlated with Unnamed: 0 and 9 other fieldsHigh correlation
WARD is highly correlated with Unnamed: 0 and 11 other fieldsHigh correlation
KITCHENS is highly correlated with NUM_UNITSHigh correlation
EXTWALL is highly correlated with ASSESSMENT_NBHDHigh correlation
QUADRANT is highly correlated with Unnamed: 0 and 7 other fieldsHigh correlation
GBA is highly correlated with ROOMS and 5 other fieldsHigh correlation
ROOMS is highly correlated with GBA and 3 other fieldsHigh correlation
EYB is highly correlated with GRADE and 4 other fieldsHigh correlation
STRUCT is highly correlated with ZIPCODE and 5 other fieldsHigh correlation
GRADE is highly correlated with Unnamed: 0 and 10 other fieldsHigh correlation
CNDTN is highly correlated with EYB and 2 other fieldsHigh correlation
FIREPLACES is highly correlated with PRICEHigh correlation
SQUARE is highly correlated with Unnamed: 0 and 10 other fieldsHigh correlation
NUM_UNITS is highly correlated with USECODE and 2 other fieldsHigh correlation
PRICE is highly correlated with GBA and 5 other fieldsHigh correlation
ASSESSMENT_NBHD is highly correlated with Unnamed: 0 and 14 other fieldsHigh correlation
LANDAREA is highly correlated with PRICEHigh correlation
AC is highly correlated with EYB and 2 other fieldsHigh correlation
BEDRM is highly correlated with GBA and 2 other fieldsHigh correlation
AYB is highly correlated with Unnamed: 0 and 7 other fieldsHigh correlation
ROOF is highly correlated with Unnamed: 0 and 5 other fieldsHigh correlation
LATITUDE is highly correlated with Unnamed: 0 and 8 other fieldsHigh correlation
HEAT is highly correlated with ACHigh correlation
CENSUS_TRACT is highly correlated with Unnamed: 0 and 9 other fieldsHigh correlation
BATHRM is highly correlated with GBA and 3 other fieldsHigh correlation
GRADE is highly correlated with SOURCEHigh correlation
CNDTN is highly correlated with SOURCEHigh correlation
AC is highly correlated with SOURCEHigh correlation
SOURCE is highly correlated with GRADE and 12 other fieldsHigh correlation
QUADRANT is highly correlated with SOURCE and 2 other fieldsHigh correlation
ROOF is highly correlated with SOURCEHigh correlation
WARD is highly correlated with SOURCE and 2 other fieldsHigh correlation
HEAT is highly correlated with SOURCEHigh correlation
STRUCT is highly correlated with SOURCEHigh correlation
ASSESSMENT_NBHD is highly correlated with SOURCE and 2 other fieldsHigh correlation
EXTWALL is highly correlated with SOURCEHigh correlation
INTWALL is highly correlated with SOURCEHigh correlation
QUALIFIED is highly correlated with SOURCEHigh correlation
BLDG_NUM is highly correlated with SOURCEHigh correlation
STORIES is highly skewed (γ1 = 171.9295277) Skewed
Unnamed: 0 has unique values Unique
HF_BATHRM has 23788 (41.5%) zeros Zeros
FIREPLACES has 32049 (55.9%) zeros Zeros

Reproduction

Analysis started2021-07-08 11:40:56.638849
Analysis finished2021-07-08 11:42:46.636039
Duration1 minute and 50 seconds
Software versionpandas-profiling v3.0.0
Download configurationconfig.json

Variables

Unnamed: 0
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct57345
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean51660.26063
Minimum0
Maximum106695
Zeros1
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum0
5-th percentile4877.2
Q124131
median51041
Q378900
95-th percentile100938.8
Maximum106695
Range106695
Interquartile range (IQR)54769

Descriptive statistics

Standard deviation30986.78961
Coefficient of variation (CV)0.5998186852
Kurtosis-1.221485147
Mean51660.26063
Median Absolute Deviation (MAD)27356
Skewness0.06000798547
Sum2962457646
Variance960181130.2
MonotonicityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
61411
 
< 0.1%
19511
 
< 0.1%
1011561
 
< 0.1%
233261
 
< 0.1%
294671
 
< 0.1%
315141
 
< 0.1%
48871
 
< 0.1%
7891
 
< 0.1%
28361
 
< 0.1%
130751
 
< 0.1%
Other values (57335)57335
> 99.9%
ValueCountFrequency (%)
01
< 0.1%
21
< 0.1%
31
< 0.1%
51
< 0.1%
71
< 0.1%
81
< 0.1%
141
< 0.1%
161
< 0.1%
191
< 0.1%
201
< 0.1%
ValueCountFrequency (%)
1066951
< 0.1%
1066941
< 0.1%
1066921
< 0.1%
1066881
< 0.1%
1066871
< 0.1%
1066831
< 0.1%
1066821
< 0.1%
1066731
< 0.1%
1066721
< 0.1%
1066681
< 0.1%

BATHRM
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct13
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.20144738
Minimum0
Maximum12
Zeros19
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median2
Q33
95-th percentile4
Maximum12
Range12
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.061275554
Coefficient of variation (CV)0.4820808181
Kurtosis1.859501986
Mean2.20144738
Median Absolute Deviation (MAD)1
Skewness0.964117644
Sum126242
Variance1.126305801
MonotonicityNot monotonic
Histogram with fixed size bins (bins=13)
ValueCountFrequency (%)
221168
36.9%
116424
28.6%
313372
23.3%
45094
 
8.9%
5833
 
1.5%
6304
 
0.5%
780
 
0.1%
832
 
0.1%
019
 
< 0.1%
910
 
< 0.1%
Other values (3)9
 
< 0.1%
ValueCountFrequency (%)
019
 
< 0.1%
116424
28.6%
221168
36.9%
313372
23.3%
45094
 
8.9%
5833
 
1.5%
6304
 
0.5%
780
 
0.1%
832
 
0.1%
910
 
< 0.1%
ValueCountFrequency (%)
121
 
< 0.1%
113
 
< 0.1%
105
 
< 0.1%
910
 
< 0.1%
832
 
0.1%
780
 
0.1%
6304
 
0.5%
5833
 
1.5%
45094
 
8.9%
313372
23.3%

HF_BATHRM
Real number (ℝ≥0)

ZEROS

Distinct8
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.650030517
Minimum0
Maximum11
Zeros23788
Zeros (%)41.5%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median1
Q31
95-th percentile2
Maximum11
Range11
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.6074181959
Coefficient of variation (CV)0.9344456605
Kurtosis2.202459413
Mean0.650030517
Median Absolute Deviation (MAD)0
Skewness0.6163283051
Sum37276
Variance0.3689568647
MonotonicityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
130070
52.4%
023788
41.5%
23313
 
5.8%
3136
 
0.2%
428
 
< 0.1%
57
 
< 0.1%
72
 
< 0.1%
111
 
< 0.1%
ValueCountFrequency (%)
023788
41.5%
130070
52.4%
23313
 
5.8%
3136
 
0.2%
428
 
< 0.1%
57
 
< 0.1%
72
 
< 0.1%
111
 
< 0.1%
ValueCountFrequency (%)
111
 
< 0.1%
72
 
< 0.1%
57
 
< 0.1%
428
 
< 0.1%
3136
 
0.2%
23313
 
5.8%
130070
52.4%
023788
41.5%

HEAT
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct14
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Forced Air
21741 
Hot Water Rad
20329 
Warm Cool
14069 
Ht Pump
 
776
Water Base Brd
 
94
Other values (9)
 
336

Length

Max length14
Median length10
Mean length10.79046124
Min length7

Characters and Unicode

Total characters618779
Distinct characters36
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowWarm Cool
2nd rowHot Water Rad
3rd rowHot Water Rad
4th rowHot Water Rad
5th rowHot Water Rad

Common Values

ValueCountFrequency (%)
Forced Air21741
37.9%
Hot Water Rad20329
35.5%
Warm Cool14069
24.5%
Ht Pump776
 
1.4%
Water Base Brd94
 
0.2%
Wall Furnace84
 
0.1%
Elec Base Brd70
 
0.1%
Air-Oil43
 
0.1%
Electric Rad39
 
0.1%
Gravity Furnac38
 
0.1%
Other values (4)62
 
0.1%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
air21757
16.1%
forced21741
16.1%
water20423
15.1%
rad20368
15.1%
hot20329
15.0%
cool14083
10.4%
warm14069
10.4%
ht776
 
0.6%
pump776
 
0.6%
brd164
 
0.1%
Other values (14)654
 
0.5%

Most occurring characters

ValueCountFrequency (%)
r78396
12.7%
77795
12.6%
o70260
11.4%
a55316
8.9%
e42521
 
6.9%
d42281
 
6.8%
t41637
 
6.7%
W34576
 
5.6%
c22027
 
3.6%
i21928
 
3.5%
Other values (26)132042
21.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter405758
65.6%
Uppercase Letter135183
 
21.8%
Space Separator77795
 
12.6%
Dash Punctuation43
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
r78396
19.3%
o70260
17.3%
a55316
13.6%
e42521
10.5%
d42281
10.4%
t41637
10.3%
c22027
 
5.4%
i21928
 
5.4%
m14845
 
3.7%
l14403
 
3.5%
Other values (9)2144
 
0.5%
Uppercase Letter
ValueCountFrequency (%)
W34576
25.6%
F21863
16.2%
A21800
16.1%
H21105
15.6%
R20368
15.1%
C14083
10.4%
P776
 
0.6%
B328
 
0.2%
E139
 
0.1%
O43
 
< 0.1%
Other values (5)102
 
0.1%
Space Separator
ValueCountFrequency (%)
77795
100.0%
Dash Punctuation
ValueCountFrequency (%)
-43
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin540941
87.4%
Common77838
 
12.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
r78396
14.5%
o70260
13.0%
a55316
10.2%
e42521
 
7.9%
d42281
 
7.8%
t41637
 
7.7%
W34576
 
6.4%
c22027
 
4.1%
i21928
 
4.1%
F21863
 
4.0%
Other values (24)110136
20.4%
Common
ValueCountFrequency (%)
77795
99.9%
-43
 
0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII618779
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
r78396
12.7%
77795
12.6%
o70260
11.4%
a55316
8.9%
e42521
 
6.9%
d42281
 
6.8%
t41637
 
6.7%
W34576
 
5.6%
c22027
 
3.6%
i21928
 
3.5%
Other values (26)132042
21.3%

AC
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Y
41781 
N
15549 
0
 
15

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters57345
Distinct characters3
Distinct categories2 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowY
2nd rowY
3rd rowY
4th rowY
5th rowY

Common Values

ValueCountFrequency (%)
Y41781
72.9%
N15549
 
27.1%
015
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
y41781
72.9%
n15549
 
27.1%
015
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
Y41781
72.9%
N15549
 
27.1%
015
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter57330
> 99.9%
Decimal Number15
 
< 0.1%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
Y41781
72.9%
N15549
 
27.1%
Decimal Number
ValueCountFrequency (%)
015
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin57330
> 99.9%
Common15
 
< 0.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
Y41781
72.9%
N15549
 
27.1%
Common
ValueCountFrequency (%)
015
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII57345
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Y41781
72.9%
N15549
 
27.1%
015
 
< 0.1%

NUM_UNITS
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct7
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.2206644
Minimum0
Maximum6
Zeros45
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median1
Q31
95-th percentile2
Maximum6
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.621666791
Coefficient of variation (CV)0.5092855916
Kurtosis10.93925261
Mean1.2206644
Median Absolute Deviation (MAD)0
Skewness3.280819928
Sum69999
Variance0.386469599
MonotonicityNot monotonic
Histogram with fixed size bins (bins=7)
ValueCountFrequency (%)
148855
85.2%
26029
 
10.5%
41821
 
3.2%
3588
 
1.0%
045
 
0.1%
54
 
< 0.1%
63
 
< 0.1%
ValueCountFrequency (%)
045
 
0.1%
148855
85.2%
26029
 
10.5%
3588
 
1.0%
41821
 
3.2%
54
 
< 0.1%
63
 
< 0.1%
ValueCountFrequency (%)
63
 
< 0.1%
54
 
< 0.1%
41821
 
3.2%
3588
 
1.0%
26029
 
10.5%
148855
85.2%
045
 
0.1%

ROOMS
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct29
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean7.445339611
Minimum0
Maximum31
Zeros38
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum0
5-th percentile5
Q16
median7
Q38
95-th percentile12
Maximum31
Range31
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.301921831
Coefficient of variation (CV)0.309176203
Kurtosis5.273152759
Mean7.445339611
Median Absolute Deviation (MAD)1
Skewness1.784518397
Sum426953
Variance5.298844116
MonotonicityNot monotonic
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
618137
31.6%
711327
19.8%
89011
15.7%
54833
 
8.4%
94136
 
7.2%
103541
 
6.2%
121754
 
3.1%
111319
 
2.3%
41207
 
2.1%
16784
 
1.4%
Other values (19)1296
 
2.3%
ValueCountFrequency (%)
038
 
0.1%
222
 
< 0.1%
3118
 
0.2%
41207
 
2.1%
54833
 
8.4%
618137
31.6%
711327
19.8%
89011
15.7%
94136
 
7.2%
103541
 
6.2%
ValueCountFrequency (%)
311
 
< 0.1%
301
 
< 0.1%
282
 
< 0.1%
261
 
< 0.1%
253
 
< 0.1%
247
 
< 0.1%
233
 
< 0.1%
224
 
< 0.1%
217
 
< 0.1%
2081
0.1%

BEDRM
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3.421501439
Minimum0
Maximum20
Zeros66
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum0
5-th percentile2
Q13
median3
Q34
95-th percentile5
Maximum20
Range20
Interquartile range (IQR)1

Descriptive statistics

Standard deviation1.116136406
Coefficient of variation (CV)0.3262124613
Kurtosis5.640027408
Mean3.421501439
Median Absolute Deviation (MAD)1
Skewness1.537609749
Sum196206
Variance1.245760476
MonotonicityNot monotonic
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
327408
47.8%
414299
24.9%
28302
 
14.5%
54217
 
7.4%
61849
 
3.2%
8453
 
0.8%
7442
 
0.8%
1202
 
0.4%
066
 
0.1%
955
 
0.1%
Other values (7)52
 
0.1%
ValueCountFrequency (%)
066
 
0.1%
1202
 
0.4%
28302
 
14.5%
327408
47.8%
414299
24.9%
54217
 
7.4%
61849
 
3.2%
7442
 
0.8%
8453
 
0.8%
955
 
0.1%
ValueCountFrequency (%)
201
 
< 0.1%
151
 
< 0.1%
141
 
< 0.1%
131
 
< 0.1%
1220
 
< 0.1%
116
 
< 0.1%
1022
 
< 0.1%
955
 
0.1%
8453
0.8%
7442
0.8%

AYB
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct200
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1934.450972
Minimum1754
Maximum2018
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum1754
5-th percentile1900
Q11913
median1929
Q31947
95-th percentile2007
Maximum2018
Range264
Interquartile range (IQR)34

Descriptive statistics

Standard deviation30.49879426
Coefficient of variation (CV)0.01576612418
Kurtosis1.216725889
Mean1934.450972
Median Absolute Deviation (MAD)17
Skewness0.8465012554
Sum110931091
Variance930.176451
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
19004037
 
7.0%
19252417
 
4.2%
19101846
 
3.2%
19411665
 
2.9%
19231648
 
2.9%
19271592
 
2.8%
19401381
 
2.4%
19261328
 
2.3%
19391278
 
2.2%
19371170
 
2.0%
Other values (190)38983
68.0%
ValueCountFrequency (%)
17541
 
< 0.1%
17651
 
< 0.1%
17762
 
< 0.1%
17801
 
< 0.1%
17903
 
< 0.1%
17942
 
< 0.1%
17962
 
< 0.1%
180013
< 0.1%
18013
 
< 0.1%
18022
 
< 0.1%
ValueCountFrequency (%)
201861
 
0.1%
2017177
0.3%
2016238
0.4%
2015227
0.4%
2014312
0.5%
2013272
0.5%
2012260
0.5%
2011263
0.5%
2010211
0.4%
2009195
0.3%

EYB
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct83
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1969.762944
Minimum1915
Maximum2018
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum1915
5-th percentile1950
Q11957
median1967
Q31975
95-th percentile2011
Maximum2018
Range103
Interquartile range (IQR)18

Descriptive statistics

Standard deviation16.85582029
Coefficient of variation (CV)0.008557283681
Kurtosis1.030842536
Mean1969.762944
Median Absolute Deviation (MAD)9
Skewness1.178537952
Sum112956056
Variance284.1186777
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
19676885
 
12.0%
19646077
 
10.6%
19695004
 
8.7%
19544935
 
8.6%
19574657
 
8.1%
19602482
 
4.3%
19722009
 
3.5%
19431595
 
2.8%
19781340
 
2.3%
19501153
 
2.0%
Other values (73)21208
37.0%
ValueCountFrequency (%)
19151
 
< 0.1%
19282
 
< 0.1%
19321
 
< 0.1%
19331
 
< 0.1%
193614
 
< 0.1%
19371
 
< 0.1%
19401
 
< 0.1%
19431595
2.8%
194427
 
< 0.1%
194532
 
0.1%
ValueCountFrequency (%)
2018124
 
0.2%
2017421
0.7%
2016256
0.4%
2015605
1.1%
2014346
0.6%
2013353
0.6%
2012299
0.5%
2011482
0.8%
2010557
1.0%
2009168
 
0.3%

STORIES
Real number (ℝ≥0)

SKEWED

Distinct29
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.12617665
Minimum0
Maximum826
Zeros11
Zeros (%)< 0.1%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum0
5-th percentile1.5
Q12
median2
Q32
95-th percentile3
Maximum826
Range826
Interquartile range (IQR)0

Descriptive statistics

Standard deviation3.966296073
Coefficient of variation (CV)1.865459332
Kurtosis33512.87618
Mean2.12617665
Median Absolute Deviation (MAD)0
Skewness171.9295277
Sum121925.6
Variance15.73150454
MonotonicityNot monotonic
Histogram with fixed size bins (bins=29)
ValueCountFrequency (%)
242864
74.7%
35409
 
9.4%
2.53332
 
5.8%
12049
 
3.6%
2.251276
 
2.2%
1.5971
 
1.7%
1.75572
 
1.0%
2.75264
 
0.5%
4236
 
0.4%
1.25206
 
0.4%
Other values (19)166
 
0.3%
ValueCountFrequency (%)
011
 
< 0.1%
0.251
 
< 0.1%
12049
 
3.6%
1.25206
 
0.4%
1.5971
 
1.7%
1.73
 
< 0.1%
1.75572
 
1.0%
242864
74.7%
2.28
 
< 0.1%
2.251276
 
2.2%
ValueCountFrequency (%)
8261
 
< 0.1%
2752
 
< 0.1%
2501
 
< 0.1%
254
 
< 0.1%
201
 
< 0.1%
915
 
< 0.1%
8.251
 
< 0.1%
65
 
< 0.1%
59
 
< 0.1%
4236
0.4%

PRICE
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct9202
Distinct (%)16.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean580132.0165
Minimum1
Maximum25100000
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum1
5-th percentile96000
Q1240000
median440000
Q3750000
95-th percentile1450000
Maximum25100000
Range25099999
Interquartile range (IQR)510000

Descriptive statistics

Standard deviation607506.0601
Coefficient of variation (CV)1.047185887
Kurtosis219.751329
Mean580132.0165
Median Absolute Deviation (MAD)240000
Skewness8.906468128
Sum3.326767049 × 1010
Variance3.690636131 × 1011
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
350000381
 
0.7%
250000362
 
0.6%
300000316
 
0.6%
450000291
 
0.5%
200000284
 
0.5%
550000280
 
0.5%
325000274
 
0.5%
650000268
 
0.5%
375000267
 
0.5%
500000262
 
0.5%
Other values (9192)54360
94.8%
ValueCountFrequency (%)
12
 
< 0.1%
104
 
< 0.1%
25014
< 0.1%
5003
 
< 0.1%
9361
 
< 0.1%
10003
 
< 0.1%
13771
 
< 0.1%
20001
 
< 0.1%
30001
 
< 0.1%
39971
 
< 0.1%
ValueCountFrequency (%)
251000001
< 0.1%
250000001
< 0.1%
239602871
< 0.1%
220000001
< 0.1%
180000001
< 0.1%
161000001
< 0.1%
150000001
< 0.1%
140000001
< 0.1%
122500001
< 0.1%
119840001
< 0.1%

QUALIFIED
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Q
45577 
U
11768 

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters57345
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowQ
2nd rowQ
3rd rowQ
4th rowQ
5th rowQ

Common Values

ValueCountFrequency (%)
Q45577
79.5%
U11768
 
20.5%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
q45577
79.5%
u11768
 
20.5%

Most occurring characters

ValueCountFrequency (%)
Q45577
79.5%
U11768
 
20.5%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter57345
100.0%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
Q45577
79.5%
U11768
 
20.5%

Most occurring scripts

ValueCountFrequency (%)
Latin57345
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
Q45577
79.5%
U11768
 
20.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII57345
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
Q45577
79.5%
U11768
 
20.5%

SALE_NUM
Real number (ℝ≥0)

Distinct15
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.853936699
Minimum1
Maximum15
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum1
5-th percentile1
Q11
median1
Q33
95-th percentile5
Maximum15
Range14
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.45483155
Coefficient of variation (CV)0.7847255792
Kurtosis3.908951436
Mean1.853936699
Median Absolute Deviation (MAD)0
Skewness1.892952571
Sum106314
Variance2.116534839
MonotonicityNot monotonic
Histogram with fixed size bins (bins=15)
ValueCountFrequency (%)
138285
66.8%
36241
 
10.9%
44515
 
7.9%
24402
 
7.7%
52195
 
3.8%
61010
 
1.8%
7401
 
0.7%
8165
 
0.3%
980
 
0.1%
1027
 
< 0.1%
Other values (5)24
 
< 0.1%
ValueCountFrequency (%)
138285
66.8%
24402
 
7.7%
36241
 
10.9%
44515
 
7.9%
52195
 
3.8%
61010
 
1.8%
7401
 
0.7%
8165
 
0.3%
980
 
0.1%
1027
 
< 0.1%
ValueCountFrequency (%)
152
 
< 0.1%
142
 
< 0.1%
133
 
< 0.1%
126
 
< 0.1%
1111
 
< 0.1%
1027
 
< 0.1%
980
 
0.1%
8165
 
0.3%
7401
 
0.7%
61010
1.8%

GBA
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3998
Distinct (%)7.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1724.255942
Minimum252
Maximum15902
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum252
5-th percentile873.2
Q11214
median1504
Q31981
95-th percentile3260
Maximum15902
Range15650
Interquartile range (IQR)767

Descriptive statistics

Standard deviation823.4241227
Coefficient of variation (CV)0.4775533043
Kurtosis15.51786664
Mean1724.255942
Median Absolute Deviation (MAD)352
Skewness2.695644064
Sum98877457
Variance678027.2858
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1152832
 
1.5%
1088757
 
1.3%
1024674
 
1.2%
832665
 
1.2%
1280573
 
1.0%
1080486
 
0.8%
1440470
 
0.8%
1200467
 
0.8%
1360452
 
0.8%
1120381
 
0.7%
Other values (3988)51588
90.0%
ValueCountFrequency (%)
2521
< 0.1%
3711
< 0.1%
4072
< 0.1%
4111
< 0.1%
4501
< 0.1%
4681
< 0.1%
4802
< 0.1%
4901
< 0.1%
4921
< 0.1%
4951
< 0.1%
ValueCountFrequency (%)
159021
< 0.1%
156731
< 0.1%
149661
< 0.1%
127131
< 0.1%
118101
< 0.1%
116161
< 0.1%
114781
< 0.1%
108661
< 0.1%
107601
< 0.1%
107071
< 0.1%

BLDG_NUM
Categorical

HIGH CORRELATION

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
1
57331 
2
 
14

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters57345
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row1
2nd row1
3rd row1
4th row1
5th row1

Common Values

ValueCountFrequency (%)
157331
> 99.9%
214
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
157331
> 99.9%
214
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
157331
> 99.9%
214
 
< 0.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number57345
100.0%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
157331
> 99.9%
214
 
< 0.1%

Most occurring scripts

ValueCountFrequency (%)
Common57345
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
157331
> 99.9%
214
 
< 0.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII57345
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
157331
> 99.9%
214
 
< 0.1%

STRUCT
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct8
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Row Inside
23324 
Single
15926 
Semi-Detached
8177 
Row End
6854 
Multi
2800 
Other values (3)
 
264

Length

Max length13
Median length10
Mean length8.714447641
Min length5

Characters and Unicode

Total characters499730
Distinct characters25
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowRow Inside
2nd rowRow Inside
3rd rowRow Inside
4th rowRow Inside
5th rowRow Inside

Common Values

ValueCountFrequency (%)
Row Inside23324
40.7%
Single15926
27.8%
Semi-Detached8177
 
14.3%
Row End6854
 
12.0%
Multi2800
 
4.9%
Town Inside183
 
0.3%
Town End75
 
0.1%
Default6
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
row30178
34.4%
inside23507
26.8%
single15926
18.1%
semi-detached8177
 
9.3%
end6929
 
7.9%
multi2800
 
3.2%
town258
 
0.3%
default6
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
e63970
12.8%
i50410
 
10.1%
n46620
 
9.3%
d38613
 
7.7%
o30436
 
6.1%
w30436
 
6.1%
30436
 
6.1%
R30178
 
6.0%
S24103
 
4.8%
I23507
 
4.7%
Other values (15)131021
26.2%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter365159
73.1%
Uppercase Letter95958
 
19.2%
Space Separator30436
 
6.1%
Dash Punctuation8177
 
1.6%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e63970
17.5%
i50410
13.8%
n46620
12.8%
d38613
10.6%
o30436
8.3%
w30436
8.3%
s23507
 
6.4%
l18732
 
5.1%
g15926
 
4.4%
t10983
 
3.0%
Other values (6)35526
9.7%
Uppercase Letter
ValueCountFrequency (%)
R30178
31.4%
S24103
25.1%
I23507
24.5%
D8183
 
8.5%
E6929
 
7.2%
M2800
 
2.9%
T258
 
0.3%
Space Separator
ValueCountFrequency (%)
30436
100.0%
Dash Punctuation
ValueCountFrequency (%)
-8177
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin461117
92.3%
Common38613
 
7.7%

Most frequent character per script

Latin
ValueCountFrequency (%)
e63970
13.9%
i50410
10.9%
n46620
10.1%
d38613
 
8.4%
o30436
 
6.6%
w30436
 
6.6%
R30178
 
6.5%
S24103
 
5.2%
I23507
 
5.1%
s23507
 
5.1%
Other values (13)99337
21.5%
Common
ValueCountFrequency (%)
30436
78.8%
-8177
 
21.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII499730
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e63970
12.8%
i50410
 
10.1%
n46620
 
9.3%
d38613
 
7.7%
o30436
 
6.1%
w30436
 
6.1%
30436
 
6.1%
R30178
 
6.0%
S24103
 
4.8%
I23507
 
4.7%
Other values (15)131021
26.2%

GRADE
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct13
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Average
19477 
Above Average
17102 
Good Quality
11677 
Very Good
4975 
Excellent
 
1812
Other values (8)
2302 

Length

Max length13
Median length12
Mean length10.15146918
Min length7

Characters and Unicode

Total characters582136
Distinct characters32
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowVery Good
2nd rowVery Good
3rd rowVery Good
4th rowVery Good
5th rowVery Good

Common Values

ValueCountFrequency (%)
Average19477
34.0%
Above Average17102
29.8%
Good Quality11677
20.4%
Very Good4975
 
8.7%
Excellent1812
 
3.2%
Superior1513
 
2.6%
Exceptional-A460
 
0.8%
Exceptional-B168
 
0.3%
Fair Quality81
 
0.1%
Exceptional-C44
 
0.1%
Other values (3)36
 
0.1%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
average36579
40.1%
above17102
18.8%
good16652
18.3%
quality11760
 
12.9%
very4975
 
5.5%
excellent1812
 
2.0%
superior1513
 
1.7%
exceptional-a460
 
0.5%
exceptional-b168
 
0.2%
fair81
 
0.1%
Other values (5)82
 
0.1%

Most occurring characters

ValueCountFrequency (%)
e101076
17.4%
A54141
9.3%
v53681
9.2%
o52627
9.0%
a49128
8.4%
r44661
 
7.7%
g36579
 
6.3%
33839
 
5.8%
b17102
 
2.9%
y16735
 
2.9%
Other values (22)122567
21.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter455705
78.3%
Uppercase Letter91888
 
15.8%
Space Separator33839
 
5.8%
Dash Punctuation704
 
0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e101076
22.2%
v53681
11.8%
o52627
11.5%
a49128
10.8%
r44661
9.8%
g36579
 
8.0%
b17102
 
3.8%
y16735
 
3.7%
d16652
 
3.7%
l16088
 
3.5%
Other values (8)51376
11.3%
Uppercase Letter
ValueCountFrequency (%)
A54141
58.9%
G16652
 
18.1%
Q11760
 
12.8%
V4975
 
5.4%
E2516
 
2.7%
S1513
 
1.6%
B168
 
0.2%
F81
 
0.1%
C44
 
< 0.1%
D34
 
< 0.1%
Other values (2)4
 
< 0.1%
Space Separator
ValueCountFrequency (%)
33839
100.0%
Dash Punctuation
ValueCountFrequency (%)
-704
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin547593
94.1%
Common34543
 
5.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
e101076
18.5%
A54141
9.9%
v53681
9.8%
o52627
9.6%
a49128
9.0%
r44661
8.2%
g36579
 
6.7%
b17102
 
3.1%
y16735
 
3.1%
G16652
 
3.0%
Other values (20)105211
19.2%
Common
ValueCountFrequency (%)
33839
98.0%
-704
 
2.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII582136
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e101076
17.4%
A54141
9.3%
v53681
9.2%
o52627
9.0%
a49128
8.4%
r44661
 
7.7%
g36579
 
6.3%
33839
 
5.8%
b17102
 
2.9%
y16735
 
2.9%
Other values (22)122567
21.1%

CNDTN
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct7
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Good
25486 
Average
23812 
Very Good
6578 
Excellent
 
876
Fair
 
501
Other values (2)
 
92

Length

Max length9
Median length7
Mean length5.895806086
Min length4

Characters and Unicode

Total characters338095
Distinct characters24
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowGood
2nd rowVery Good
3rd rowGood
4th rowGood
5th rowAverage

Common Values

ValueCountFrequency (%)
Good25486
44.4%
Average23812
41.5%
Very Good6578
 
11.5%
Excellent876
 
1.5%
Fair501
 
0.9%
Poor89
 
0.2%
Default3
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
good32064
50.2%
average23812
37.3%
very6578
 
10.3%
excellent876
 
1.4%
fair501
 
0.8%
poor89
 
0.1%
default3
 
< 0.1%

Most occurring characters

ValueCountFrequency (%)
o64306
19.0%
e55957
16.6%
G32064
9.5%
d32064
9.5%
r30980
9.2%
a24316
 
7.2%
A23812
 
7.0%
v23812
 
7.0%
g23812
 
7.0%
V6578
 
1.9%
Other values (14)20394
 
6.0%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter267594
79.1%
Uppercase Letter63923
 
18.9%
Space Separator6578
 
1.9%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o64306
24.0%
e55957
20.9%
d32064
12.0%
r30980
11.6%
a24316
 
9.1%
v23812
 
8.9%
g23812
 
8.9%
y6578
 
2.5%
l1755
 
0.7%
t879
 
0.3%
Other values (6)3135
 
1.2%
Uppercase Letter
ValueCountFrequency (%)
G32064
50.2%
A23812
37.3%
V6578
 
10.3%
E876
 
1.4%
F501
 
0.8%
P89
 
0.1%
D3
 
< 0.1%
Space Separator
ValueCountFrequency (%)
6578
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin331517
98.1%
Common6578
 
1.9%

Most frequent character per script

Latin
ValueCountFrequency (%)
o64306
19.4%
e55957
16.9%
G32064
9.7%
d32064
9.7%
r30980
9.3%
a24316
 
7.3%
A23812
 
7.2%
v23812
 
7.2%
g23812
 
7.2%
V6578
 
2.0%
Other values (13)13816
 
4.2%
Common
ValueCountFrequency (%)
6578
100.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII338095
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o64306
19.0%
e55957
16.6%
G32064
9.5%
d32064
9.5%
r30980
9.2%
a24316
 
7.2%
A23812
 
7.0%
v23812
 
7.0%
g23812
 
7.0%
V6578
 
1.9%
Other values (14)20394
 
6.0%

EXTWALL
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct24
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Common Brick
43089 
Brick/Siding
 
3465
Vinyl Siding
 
3077
Wood Siding
 
2235
Stucco
 
1634
Other values (19)
 
3845

Length

Max length14
Median length12
Mean length11.64070102
Min length5

Characters and Unicode

Total characters667536
Distinct characters33
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2 ?
Unique (%)< 0.1%

Sample

1st rowCommon Brick
2nd rowCommon Brick
3rd rowCommon Brick
4th rowCommon Brick
5th rowCommon Brick

Common Values

ValueCountFrequency (%)
Common Brick43089
75.1%
Brick/Siding3465
 
6.0%
Vinyl Siding3077
 
5.4%
Wood Siding2235
 
3.9%
Stucco1634
 
2.8%
Brick Veneer584
 
1.0%
Shingle521
 
0.9%
Aluminum442
 
0.8%
Face Brick419
 
0.7%
Brick/Stucco397
 
0.7%
Other values (14)1482
 
2.6%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
brick44092
41.2%
common43089
40.3%
siding5340
 
5.0%
brick/siding3465
 
3.2%
vinyl3077
 
2.9%
wood2235
 
2.1%
stucco1662
 
1.6%
veneer731
 
0.7%
shingle521
 
0.5%
stone515
 
0.5%
Other values (14)2260
 
2.1%

Most occurring characters

ValueCountFrequency (%)
o94342
14.1%
m87062
13.0%
i70406
10.5%
n58210
8.7%
c53317
8.0%
49642
7.4%
r49293
7.4%
B48399
7.3%
k48399
7.3%
C43164
6.5%
Other values (23)65302
9.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter501692
75.2%
Uppercase Letter111595
 
16.7%
Space Separator49642
 
7.4%
Other Punctuation4607
 
0.7%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o94342
18.8%
m87062
17.4%
i70406
14.0%
n58210
11.6%
c53317
10.6%
r49293
9.8%
k48399
9.6%
d11405
 
2.3%
g9536
 
1.9%
e4583
 
0.9%
Other values (10)15139
 
3.0%
Uppercase Letter
ValueCountFrequency (%)
B48399
43.4%
C43164
38.7%
S13009
 
11.7%
V3808
 
3.4%
W2235
 
2.0%
A443
 
0.4%
F419
 
0.4%
H75
 
0.1%
M28
 
< 0.1%
D10
 
< 0.1%
Space Separator
ValueCountFrequency (%)
49642
100.0%
Other Punctuation
ValueCountFrequency (%)
/4607
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin613287
91.9%
Common54249
 
8.1%

Most frequent character per script

Latin
ValueCountFrequency (%)
o94342
15.4%
m87062
14.2%
i70406
11.5%
n58210
9.5%
c53317
8.7%
r49293
8.0%
B48399
7.9%
k48399
7.9%
C43164
7.0%
S13009
 
2.1%
Other values (21)47686
7.8%
Common
ValueCountFrequency (%)
49642
91.5%
/4607
 
8.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII667536
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o94342
14.1%
m87062
13.0%
i70406
10.5%
n58210
8.7%
c53317
8.0%
49642
7.4%
r49293
7.4%
B48399
7.3%
k48399
7.3%
C43164
6.5%
Other values (23)65302
9.8%

ROOF
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct16
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Built Up
17535 
Metal- Sms
16277 
Comp Shingle
15872 
Slate
5521 
Neopren
 
896
Other values (11)
 
1244

Length

Max length14
Median length10
Mean length9.362368123
Min length5

Characters and Unicode

Total characters536885
Distinct characters32
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique1 ?
Unique (%)< 0.1%

Sample

1st rowMetal- Sms
2nd rowBuilt Up
3rd rowBuilt Up
4th rowBuilt Up
5th rowMetal- Sms

Common Values

ValueCountFrequency (%)
Built Up17535
30.6%
Metal- Sms16277
28.4%
Comp Shingle15872
27.7%
Slate5521
 
9.6%
Neopren896
 
1.6%
Shake380
 
0.7%
Clay Tile305
 
0.5%
Shingle245
 
0.4%
Metal- Pre137
 
0.2%
Typical84
 
0.1%
Other values (6)93
 
0.2%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
up17535
16.3%
built17535
16.3%
metal16434
15.3%
sms16277
15.1%
shingle16117
15.0%
comp15872
14.8%
slate5521
 
5.1%
neopren896
 
0.8%
shake380
 
0.4%
tile309
 
0.3%
Other values (11)687
 
0.6%

Most occurring characters

ValueCountFrequency (%)
l56305
 
10.5%
50218
 
9.4%
e40704
 
7.6%
t39559
 
7.4%
S38299
 
7.1%
p34467
 
6.4%
i34165
 
6.4%
m32209
 
6.0%
a22728
 
4.2%
B17535
 
3.3%
Other values (22)170696
31.8%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter362662
67.5%
Uppercase Letter107567
 
20.0%
Space Separator50218
 
9.4%
Dash Punctuation16438
 
3.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
l56305
15.5%
e40704
11.2%
t39559
10.9%
p34467
9.5%
i34165
9.4%
m32209
8.9%
a22728
6.3%
u17535
 
4.8%
n17078
 
4.7%
o17029
 
4.7%
Other values (9)50883
14.0%
Uppercase Letter
ValueCountFrequency (%)
S38299
35.6%
B17535
16.3%
U17535
16.3%
M16434
15.3%
C16262
15.1%
N896
 
0.8%
T393
 
0.4%
P141
 
0.1%
R60
 
0.1%
W8
 
< 0.1%
Dash Punctuation
ValueCountFrequency (%)
-16438
100.0%
Space Separator
ValueCountFrequency (%)
50218
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin470229
87.6%
Common66656
 
12.4%

Most frequent character per script

Latin
ValueCountFrequency (%)
l56305
12.0%
e40704
 
8.7%
t39559
 
8.4%
S38299
 
8.1%
p34467
 
7.3%
i34165
 
7.3%
m32209
 
6.8%
a22728
 
4.8%
B17535
 
3.7%
u17535
 
3.7%
Other values (20)136723
29.1%
Common
ValueCountFrequency (%)
50218
75.3%
-16438
 
24.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII536885
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
l56305
 
10.5%
50218
 
9.4%
e40704
 
7.6%
t39559
 
7.4%
S38299
 
7.1%
p34467
 
6.4%
i34165
 
6.4%
m32209
 
6.0%
a22728
 
4.2%
B17535
 
3.3%
Other values (22)170696
31.8%

INTWALL
Categorical

HIGH CORRELATION

Distinct12
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Hardwood
43808 
Hardwood/Carp
7387 
Wood Floor
 
3985
Carpet
 
1992
Lt Concrete
 
48
Other values (7)
 
125

Length

Max length13
Median length8
Mean length8.719260616
Min length6

Characters and Unicode

Total characters500006
Distinct characters33
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowHardwood
2nd rowHardwood
3rd rowHardwood
4th rowHardwood
5th rowHardwood

Common Values

ValueCountFrequency (%)
Hardwood43808
76.4%
Hardwood/Carp7387
 
12.9%
Wood Floor3985
 
6.9%
Carpet1992
 
3.5%
Lt Concrete48
 
0.1%
Ceramic Tile39
 
0.1%
Default35
 
0.1%
Vinyl Comp21
 
< 0.1%
Parquet11
 
< 0.1%
Vinyl Sheet8
 
< 0.1%
Other values (2)11
 
< 0.1%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
hardwood43808
71.3%
hardwood/carp7387
 
12.0%
wood3985
 
6.5%
floor3985
 
6.5%
carpet1992
 
3.2%
concrete48
 
0.1%
lt48
 
0.1%
ceramic39
 
0.1%
tile39
 
0.1%
default35
 
0.1%
Other values (6)80
 
0.1%

Most occurring characters

ValueCountFrequency (%)
o118402
23.7%
d106375
21.3%
r64663
12.9%
a60670
12.1%
H51195
10.2%
w51195
10.2%
C9487
 
1.9%
p9400
 
1.9%
/7387
 
1.5%
4101
 
0.8%
Other values (23)17131
 
3.4%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter419685
83.9%
Uppercase Letter68833
 
13.8%
Other Punctuation7387
 
1.5%
Space Separator4101
 
0.8%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
o118402
28.2%
d106375
25.3%
r64663
15.4%
a60670
14.5%
w51195
12.2%
p9400
 
2.2%
l4096
 
1.0%
e2239
 
0.5%
t2150
 
0.5%
i123
 
< 0.1%
Other values (10)372
 
0.1%
Uppercase Letter
ValueCountFrequency (%)
H51195
74.4%
C9487
 
13.8%
W3985
 
5.8%
F3985
 
5.8%
L48
 
0.1%
T42
 
0.1%
D35
 
0.1%
V29
 
< 0.1%
P11
 
< 0.1%
S8
 
< 0.1%
Space Separator
ValueCountFrequency (%)
4101
100.0%
Other Punctuation
ValueCountFrequency (%)
/7387
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin488518
97.7%
Common11488
 
2.3%

Most frequent character per script

Latin
ValueCountFrequency (%)
o118402
24.2%
d106375
21.8%
r64663
13.2%
a60670
12.4%
H51195
10.5%
w51195
10.5%
C9487
 
1.9%
p9400
 
1.9%
l4096
 
0.8%
W3985
 
0.8%
Other values (21)9050
 
1.9%
Common
ValueCountFrequency (%)
/7387
64.3%
4101
35.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII500006
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
o118402
23.7%
d106375
21.3%
r64663
12.9%
a60670
12.1%
H51195
10.2%
w51195
10.2%
C9487
 
1.9%
p9400
 
1.9%
/7387
 
1.5%
4101
 
0.8%
Other values (23)17131
 
3.4%

KITCHENS
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct8
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.250571105
Minimum0
Maximum44
Zeros39
Zeros (%)0.1%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum0
5-th percentile1
Q11
median1
Q31
95-th percentile2
Maximum44
Range44
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.6594647001
Coefficient of variation (CV)0.5273308312
Kurtosis315.6006859
Mean1.250571105
Median Absolute Deviation (MAD)0
Skewness7.435838218
Sum71714
Variance0.4348936906
MonotonicityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
147229
82.4%
27625
 
13.3%
41818
 
3.2%
3625
 
1.1%
039
 
0.1%
64
 
< 0.1%
54
 
< 0.1%
441
 
< 0.1%
ValueCountFrequency (%)
039
 
0.1%
147229
82.4%
27625
 
13.3%
3625
 
1.1%
41818
 
3.2%
54
 
< 0.1%
64
 
< 0.1%
441
 
< 0.1%
ValueCountFrequency (%)
441
 
< 0.1%
64
 
< 0.1%
54
 
< 0.1%
41818
 
3.2%
3625
 
1.1%
27625
 
13.3%
147229
82.4%
039
 
0.1%

FIREPLACES
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
ZEROS

Distinct14
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.6417473189
Minimum0
Maximum13
Zeros32049
Zeros (%)55.9%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q31
95-th percentile2
Maximum13
Range13
Interquartile range (IQR)1

Descriptive statistics

Standard deviation0.9104932308
Coefficient of variation (CV)1.418772162
Kurtosis8.36230065
Mean0.6417473189
Median Absolute Deviation (MAD)0
Skewness2.113893501
Sum36801
Variance0.8289979234
MonotonicityNot monotonic
Histogram with fixed size bins (bins=14)
ValueCountFrequency (%)
032049
55.9%
117230
30.0%
25912
 
10.3%
31388
 
2.4%
4472
 
0.8%
5163
 
0.3%
685
 
0.1%
726
 
< 0.1%
89
 
< 0.1%
94
 
< 0.1%
Other values (4)7
 
< 0.1%
ValueCountFrequency (%)
032049
55.9%
117230
30.0%
25912
 
10.3%
31388
 
2.4%
4472
 
0.8%
5163
 
0.3%
685
 
0.1%
726
 
< 0.1%
89
 
< 0.1%
94
 
< 0.1%
ValueCountFrequency (%)
132
 
< 0.1%
121
 
< 0.1%
112
 
< 0.1%
102
 
< 0.1%
94
 
< 0.1%
89
 
< 0.1%
726
 
< 0.1%
685
 
0.1%
5163
 
0.3%
4472
0.8%

USECODE
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct8
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean13.27730404
Minimum11
Maximum39
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum11
5-th percentile11
Q111
median12
Q313
95-th percentile24
Maximum39
Range28
Interquartile range (IQR)2

Descriptive statistics

Standard deviation4.180632009
Coefficient of variation (CV)0.3148705489
Kurtosis2.299000117
Mean13.27730404
Median Absolute Deviation (MAD)1
Skewness2.017425852
Sum761387
Variance17.477684
MonotonicityNot monotonic
Histogram with fixed size bins (bins=8)
ValueCountFrequency (%)
1125801
45.0%
1215643
27.3%
138073
 
14.1%
245151
 
9.0%
232634
 
4.6%
1533
 
0.1%
199
 
< 0.1%
391
 
< 0.1%
ValueCountFrequency (%)
1125801
45.0%
1215643
27.3%
138073
 
14.1%
1533
 
0.1%
199
 
< 0.1%
232634
 
4.6%
245151
 
9.0%
391
 
< 0.1%
ValueCountFrequency (%)
391
 
< 0.1%
245151
 
9.0%
232634
 
4.6%
199
 
< 0.1%
1533
 
0.1%
138073
 
14.1%
1215643
27.3%
1125801
45.0%

LANDAREA
Real number (ℝ≥0)

HIGH CORRELATION

Distinct8494
Distinct (%)14.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean3166.834737
Minimum216
Maximum187301
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum216
5-th percentile912
Q11520
median2211
Q34000
95-th percentile7963.8
Maximum187301
Range187085
Interquartile range (IQR)2480

Descriptive statistics

Standard deviation3131.532059
Coefficient of variation (CV)0.9888523776
Kurtosis386.9497614
Mean3166.834737
Median Absolute Deviation (MAD)881
Skewness10.85539836
Sum181602138
Variance9806493.038
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1800603
 
1.1%
2000572
 
1.0%
1600452
 
0.8%
4000445
 
0.8%
5000404
 
0.7%
1700317
 
0.6%
1440314
 
0.5%
2500312
 
0.5%
1500303
 
0.5%
3000266
 
0.5%
Other values (8484)53357
93.0%
ValueCountFrequency (%)
2161
 
< 0.1%
2551
 
< 0.1%
2681
 
< 0.1%
2811
 
< 0.1%
2881
 
< 0.1%
2941
 
< 0.1%
3273
< 0.1%
3311
 
< 0.1%
3502
< 0.1%
3531
 
< 0.1%
ValueCountFrequency (%)
1873011
< 0.1%
1559051
< 0.1%
1023401
< 0.1%
953701
< 0.1%
737711
< 0.1%
688801
< 0.1%
677271
< 0.1%
666621
< 0.1%
642051
< 0.1%
631091
< 0.1%

SOURCE
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Residential
57345 

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters630795
Distinct characters9
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowResidential
2nd rowResidential
3rd rowResidential
4th rowResidential
5th rowResidential

Common Values

ValueCountFrequency (%)
Residential57345
100.0%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
residential57345
100.0%

Most occurring characters

ValueCountFrequency (%)
e114690
18.2%
i114690
18.2%
R57345
9.1%
s57345
9.1%
d57345
9.1%
n57345
9.1%
t57345
9.1%
a57345
9.1%
l57345
9.1%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter573450
90.9%
Uppercase Letter57345
 
9.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
e114690
20.0%
i114690
20.0%
s57345
10.0%
d57345
10.0%
n57345
10.0%
t57345
10.0%
a57345
10.0%
l57345
10.0%
Uppercase Letter
ValueCountFrequency (%)
R57345
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin630795
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
e114690
18.2%
i114690
18.2%
R57345
9.1%
s57345
9.1%
d57345
9.1%
n57345
9.1%
t57345
9.1%
a57345
9.1%
l57345
9.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII630795
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
e114690
18.2%
i114690
18.2%
R57345
9.1%
s57345
9.1%
d57345
9.1%
n57345
9.1%
t57345
9.1%
a57345
9.1%
l57345
9.1%

ZIPCODE
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct21
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20011.63638
Minimum20001
Maximum20052
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum20001
5-th percentile20001
Q120003
median20011
Q320018
95-th percentile20020
Maximum20052
Range51
Interquartile range (IQR)15

Descriptive statistics

Standard deviation7.74494196
Coefficient of variation (CV)0.0003870219213
Kurtosis0.1988009535
Mean20011.63638
Median Absolute Deviation (MAD)7
Skewness0.5460200871
Sum1147567288
Variance59.98412596
MonotonicityNot monotonic
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
200028000
14.0%
200117487
13.1%
200196017
10.5%
200033792
 
6.6%
200203743
 
6.5%
200163580
 
6.2%
200073525
 
6.1%
200013172
 
5.5%
200182588
 
4.5%
200152586
 
4.5%
Other values (11)12855
22.4%
ValueCountFrequency (%)
200013172
 
5.5%
200028000
14.0%
200033792
6.6%
20005129
 
0.2%
200073525
6.1%
200081837
 
3.2%
200091951
 
3.4%
200102383
 
4.2%
200117487
13.1%
200121707
 
3.0%
ValueCountFrequency (%)
200527
 
< 0.1%
20037197
 
0.3%
2003686
 
0.1%
200322007
 
3.5%
20024331
 
0.6%
200203743
6.5%
200196017
10.5%
200182588
4.5%
200172220
 
3.9%
200163580
6.2%

LATITUDE
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct56865
Distinct (%)99.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean38.91585626
Minimum38.81973129
Maximum38.9954352
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum38.81973129
5-th percentile38.85539222
Q138.89296027
median38.91609238
Q338.94228857
95-th percentile38.96722202
Maximum38.9954352
Range0.17570391
Interquartile range (IQR)0.0493283

Descriptive statistics

Standard deviation0.03379857593
Coefficient of variation (CV)0.0008685039769
Kurtosis-0.3000240928
Mean38.91585626
Median Absolute Deviation (MAD)0.02427837
Skewness-0.278650478
Sum2231629.777
Variance0.001142343735
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
38.927028759
 
< 0.1%
38.926883998
 
< 0.1%
38.926698517
 
< 0.1%
38.913529667
 
< 0.1%
38.926847326
 
< 0.1%
38.926506816
 
< 0.1%
38.90511744
 
< 0.1%
38.884885084
 
< 0.1%
38.891844964
 
< 0.1%
38.899089133
 
< 0.1%
Other values (56855)57287
99.9%
ValueCountFrequency (%)
38.819731291
< 0.1%
38.819953351
< 0.1%
38.820060291
< 0.1%
38.820113811
< 0.1%
38.820205591
< 0.1%
38.820218671
< 0.1%
38.8202721
< 0.1%
38.820383621
< 0.1%
38.820392961
< 0.1%
38.820706641
< 0.1%
ValueCountFrequency (%)
38.99543521
< 0.1%
38.994894231
< 0.1%
38.994797291
< 0.1%
38.994751161
< 0.1%
38.994709761
< 0.1%
38.994575141
< 0.1%
38.99444091
< 0.1%
38.994413511
< 0.1%
38.994205581
< 0.1%
38.994143661
< 0.1%

LONGITUDE
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct57023
Distinct (%)99.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-77.01042227
Minimum-77.11390873
Maximum-76.90975796
Zeros0
Zeros (%)0.0%
Negative57345
Negative (%)100.0%
Memory size448.1 KiB

Quantile statistics

Minimum-77.11390873
5-th percentile-77.08595289
Q1-77.03540231
median-77.00658991
Q3-76.98361653
95-th percentile-76.93446851
Maximum-76.90975796
Range0.20415077
Interquartile range (IQR)0.05178578

Descriptive statistics

Standard deviation0.04317364771
Coefficient of variation (CV)-0.0005606208411
Kurtosis-0.444456266
Mean-77.01042227
Median Absolute Deviation (MAD)0.02520015
Skewness-0.1048597086
Sum-4416162.665
Variance0.001863963856
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-77.000797696
 
< 0.1%
-76.999109695
 
< 0.1%
-76.999344614
 
< 0.1%
-76.999341964
 
< 0.1%
-77.000793834
 
< 0.1%
-77.000775263
 
< 0.1%
-77.001794963
 
< 0.1%
-76.99821673
 
< 0.1%
-76.996399673
 
< 0.1%
-76.999291563
 
< 0.1%
Other values (57013)57307
99.9%
ValueCountFrequency (%)
-77.113908731
< 0.1%
-77.11380971
< 0.1%
-77.113774211
< 0.1%
-77.1133891
< 0.1%
-77.113320661
< 0.1%
-77.113188871
< 0.1%
-77.113172171
< 0.1%
-77.113149861
< 0.1%
-77.113048781
< 0.1%
-77.112831241
< 0.1%
ValueCountFrequency (%)
-76.909757961
< 0.1%
-76.90975831
< 0.1%
-76.909842661
< 0.1%
-76.909882811
< 0.1%
-76.90996991
< 0.1%
-76.909983461
< 0.1%
-76.910018131
< 0.1%
-76.910023651
< 0.1%
-76.910046061
< 0.1%
-76.910125791
< 0.1%

ASSESSMENT_NBHD
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct55
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Old City 1
7415 
Deanwood
 
3043
Columbia Heights
 
2994
Petworth
 
2963
Old City 2
 
2798
Other values (50)
38132 

Length

Max length28
Median length10
Mean length11.25027465
Min length4

Characters and Unicode

Total characters645147
Distinct characters49
Distinct categories6 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowOld City 2
2nd rowOld City 2
3rd rowOld City 2
4th rowOld City 2
5th rowOld City 2

Common Values

ValueCountFrequency (%)
Old City 17415
 
12.9%
Deanwood3043
 
5.3%
Columbia Heights2994
 
5.2%
Petworth2963
 
5.2%
Old City 22798
 
4.9%
Chevy Chase2616
 
4.6%
Brookland2576
 
4.5%
Congress Heights1882
 
3.3%
Brightwood1814
 
3.2%
Capitol Hill1730
 
3.0%
Other values (45)27514
48.0%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
old10213
 
9.6%
city10213
 
9.6%
heights9209
 
8.7%
17528
 
7.1%
park5915
 
5.6%
deanwood3043
 
2.9%
columbia2994
 
2.8%
petworth2963
 
2.8%
22798
 
2.6%
chevy2616
 
2.5%
Other values (64)48373
45.7%

Most occurring characters

ValueCountFrequency (%)
48520
 
7.5%
t48518
 
7.5%
i46565
 
7.2%
e46114
 
7.1%
o43533
 
6.7%
l38264
 
5.9%
a35942
 
5.6%
r34546
 
5.4%
d29774
 
4.6%
s26051
 
4.0%
Other values (39)247320
38.3%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter488695
75.7%
Uppercase Letter94501
 
14.6%
Space Separator48520
 
7.5%
Decimal Number12402
 
1.9%
Other Punctuation916
 
0.1%
Dash Punctuation113
 
< 0.1%

Most frequent character per category

Lowercase Letter
ValueCountFrequency (%)
t48518
9.9%
i46565
9.5%
e46114
9.4%
o43533
 
8.9%
l38264
 
7.8%
a35942
 
7.4%
r34546
 
7.1%
d29774
 
6.1%
s26051
 
5.3%
n25501
 
5.2%
Other values (13)113887
23.3%
Uppercase Letter
ValueCountFrequency (%)
C24427
25.8%
H12601
13.3%
P10999
11.6%
O10438
11.0%
B6018
 
6.4%
D4601
 
4.9%
F3082
 
3.3%
R2771
 
2.9%
G2249
 
2.4%
A2242
 
2.4%
Other values (10)15073
16.0%
Decimal Number
ValueCountFrequency (%)
18566
69.1%
22798
 
22.6%
61038
 
8.4%
Space Separator
ValueCountFrequency (%)
48520
100.0%
Dash Punctuation
ValueCountFrequency (%)
-113
100.0%
Other Punctuation
ValueCountFrequency (%)
.916
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin583196
90.4%
Common61951
 
9.6%

Most frequent character per script

Latin
ValueCountFrequency (%)
t48518
 
8.3%
i46565
 
8.0%
e46114
 
7.9%
o43533
 
7.5%
l38264
 
6.6%
a35942
 
6.2%
r34546
 
5.9%
d29774
 
5.1%
s26051
 
4.5%
n25501
 
4.4%
Other values (33)208388
35.7%
Common
ValueCountFrequency (%)
48520
78.3%
18566
 
13.8%
22798
 
4.5%
61038
 
1.7%
.916
 
1.5%
-113
 
0.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII645147
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
48520
 
7.5%
t48518
 
7.5%
i46565
 
7.2%
e46114
 
7.1%
o43533
 
6.7%
l38264
 
5.9%
a35942
 
5.6%
r34546
 
5.4%
d29774
 
4.6%
s26051
 
4.0%
Other values (39)247320
38.3%

CENSUS_TRACT
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct171
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5513.058506
Minimum100
Maximum11100
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum100
5-th percentile502
Q12002
median6801
Q38702
95-th percentile9905
Maximum11100
Range11000
Interquartile range (IQR)6700

Descriptive statistics

Standard deviation3468.11886
Coefficient of variation (CV)0.6290734729
Kurtosis-1.563300531
Mean5513.058506
Median Absolute Deviation (MAD)3001
Skewness-0.1292582584
Sum316146340
Variance12027848.43
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10011214
 
2.1%
15001125
 
2.0%
300942
 
1.6%
901861
 
1.5%
100801
 
1.4%
1100757
 
1.3%
6700756
 
1.3%
9400749
 
1.3%
1600700
 
1.2%
1901698
 
1.2%
Other values (161)48742
85.0%
ValueCountFrequency (%)
100801
1.4%
202670
1.2%
300942
1.6%
400197
 
0.3%
501102
 
0.2%
502330
 
0.6%
600512
0.9%
701164
 
0.3%
70226
 
< 0.1%
801674
1.2%
ValueCountFrequency (%)
11100686
1.2%
110006
 
< 0.1%
1090032
 
0.1%
1080015
 
< 0.1%
1070014
 
< 0.1%
10600696
1.2%
10400398
0.7%
10300298
0.5%
10200179
 
0.3%
9907166
 
0.3%

CENSUS_BLOCK
Categorical

HIGH CARDINALITY

Distinct3771
Distinct (%)6.6%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
009000 1001
 
318
009201 1004
 
253
009000 1010
 
171
009904 2009
 
146
009509 3004
 
117
Other values (3766)
56340 

Length

Max length11
Median length11
Mean length11
Min length11

Characters and Unicode

Total characters630795
Distinct characters11
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique111 ?
Unique (%)0.2%

Sample

1st row004201 2006
2nd row004201 2006
3rd row004201 2006
4th row004201 2006
5th row004201 2005

Common Values

ValueCountFrequency (%)
009000 1001318
 
0.6%
009201 1004253
 
0.4%
009000 1010171
 
0.3%
009904 2009146
 
0.3%
009509 3004117
 
0.2%
007809 1001108
 
0.2%
009807 2000103
 
0.2%
009505 201097
 
0.2%
000300 300397
 
0.2%
000801 200892
 
0.2%
Other values (3761)55843
97.4%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
10012312
 
2.0%
10042129
 
1.9%
10021930
 
1.7%
10031906
 
1.7%
20001850
 
1.6%
10061698
 
1.5%
20021679
 
1.5%
20051662
 
1.4%
20011578
 
1.4%
10051575
 
1.4%
Other values (367)96371
84.0%

Most occurring characters

ValueCountFrequency (%)
0307523
48.8%
173076
 
11.6%
57345
 
9.1%
252683
 
8.4%
328084
 
4.5%
422696
 
3.6%
922088
 
3.5%
719167
 
3.0%
818643
 
3.0%
614772
 
2.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number573450
90.9%
Space Separator57345
 
9.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
0307523
53.6%
173076
 
12.7%
252683
 
9.2%
328084
 
4.9%
422696
 
4.0%
922088
 
3.9%
719167
 
3.3%
818643
 
3.3%
614772
 
2.6%
514718
 
2.6%
Space Separator
ValueCountFrequency (%)
57345
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common630795
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
0307523
48.8%
173076
 
11.6%
57345
 
9.1%
252683
 
8.4%
328084
 
4.5%
422696
 
3.6%
922088
 
3.5%
719167
 
3.0%
818643
 
3.0%
614772
 
2.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII630795
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
0307523
48.8%
173076
 
11.6%
57345
 
9.1%
252683
 
8.4%
328084
 
4.5%
422696
 
3.6%
922088
 
3.5%
719167
 
3.0%
818643
 
3.0%
614772
 
2.3%

WARD
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct8
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
Ward 4
10308 
Ward 6
9573 
Ward 5
9455 
Ward 3
7833 
Ward 7
7624 
Other values (3)
12552 

Length

Max length6
Median length6
Mean length6
Min length6

Characters and Unicode

Total characters344070
Distinct characters13
Distinct categories4 ?
Distinct scripts2 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowWard 2
2nd rowWard 2
3rd rowWard 2
4th rowWard 2
5th rowWard 2

Common Values

ValueCountFrequency (%)
Ward 410308
18.0%
Ward 69573
16.7%
Ward 59455
16.5%
Ward 37833
13.7%
Ward 77624
13.3%
Ward 14631
8.1%
Ward 84536
7.9%
Ward 23385
 
5.9%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
ward57345
50.0%
410308
 
9.0%
69573
 
8.3%
59455
 
8.2%
37833
 
6.8%
77624
 
6.6%
14631
 
4.0%
84536
 
4.0%
23385
 
3.0%

Most occurring characters

ValueCountFrequency (%)
W57345
16.7%
a57345
16.7%
r57345
16.7%
d57345
16.7%
57345
16.7%
410308
 
3.0%
69573
 
2.8%
59455
 
2.7%
37833
 
2.3%
77624
 
2.2%
Other values (3)12552
 
3.6%

Most occurring categories

ValueCountFrequency (%)
Lowercase Letter172035
50.0%
Uppercase Letter57345
 
16.7%
Space Separator57345
 
16.7%
Decimal Number57345
 
16.7%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
410308
18.0%
69573
16.7%
59455
16.5%
37833
13.7%
77624
13.3%
14631
8.1%
84536
7.9%
23385
 
5.9%
Lowercase Letter
ValueCountFrequency (%)
a57345
33.3%
r57345
33.3%
d57345
33.3%
Uppercase Letter
ValueCountFrequency (%)
W57345
100.0%
Space Separator
ValueCountFrequency (%)
57345
100.0%

Most occurring scripts

ValueCountFrequency (%)
Latin229380
66.7%
Common114690
33.3%

Most frequent character per script

Common
ValueCountFrequency (%)
57345
50.0%
410308
 
9.0%
69573
 
8.3%
59455
 
8.2%
37833
 
6.8%
77624
 
6.6%
14631
 
4.0%
84536
 
4.0%
23385
 
3.0%
Latin
ValueCountFrequency (%)
W57345
25.0%
a57345
25.0%
r57345
25.0%
d57345
25.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII344070
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
W57345
16.7%
a57345
16.7%
r57345
16.7%
d57345
16.7%
57345
16.7%
410308
 
3.0%
69573
 
2.8%
59455
 
2.7%
37833
 
2.3%
77624
 
2.2%
Other values (3)12552
 
3.6%

SQUARE
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct3115
Distinct (%)5.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2985.893504
Minimum14
Maximum6277
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size448.1 KiB

Quantile statistics

Minimum14
5-th percentile552
Q11367
median2941
Q34293
95-th percentile5823
Maximum6277
Range6263
Interquartile range (IQR)2926

Descriptive statistics

Standard deviation1707.620156
Coefficient of variation (CV)0.5718958677
Kurtosis-1.112943465
Mean2985.893504
Median Absolute Deviation (MAD)1487
Skewness0.1935470842
Sum171226063
Variance2915966.598
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
4327318
 
0.6%
1301299
 
0.5%
4325244
 
0.4%
3648220
 
0.4%
5176178
 
0.3%
1320162
 
0.3%
1601147
 
0.3%
5318146
 
0.3%
855132
 
0.2%
3788123
 
0.2%
Other values (3105)55376
96.6%
ValueCountFrequency (%)
142
 
< 0.1%
1637
0.1%
1710
 
< 0.1%
2839
0.1%
2923
< 0.1%
304
 
< 0.1%
372
 
< 0.1%
385
 
< 0.1%
494
 
< 0.1%
5312
 
< 0.1%
ValueCountFrequency (%)
627717
 
< 0.1%
62716
 
< 0.1%
62549
 
< 0.1%
625017
 
< 0.1%
62497
 
< 0.1%
624213
 
< 0.1%
624036
0.1%
623942
0.1%
622378
0.1%
62193
 
< 0.1%

QUADRANT
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct4
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size448.1 KiB
NW
27337 
NE
17657 
SE
11622 
SW
 
729

Length

Max length2
Median length2
Mean length2
Min length2

Characters and Unicode

Total characters114690
Distinct characters4
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowNW
2nd rowNW
3rd rowNW
4th rowNW
5th rowNW

Common Values

ValueCountFrequency (%)
NW27337
47.7%
NE17657
30.8%
SE11622
20.3%
SW729
 
1.3%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
nw27337
47.7%
ne17657
30.8%
se11622
20.3%
sw729
 
1.3%

Most occurring characters

ValueCountFrequency (%)
N44994
39.2%
E29279
25.5%
W28066
24.5%
S12351
 
10.8%

Most occurring categories

ValueCountFrequency (%)
Uppercase Letter114690
100.0%

Most frequent character per category

Uppercase Letter
ValueCountFrequency (%)
N44994
39.2%
E29279
25.5%
W28066
24.5%
S12351
 
10.8%

Most occurring scripts

ValueCountFrequency (%)
Latin114690
100.0%

Most frequent character per script

Latin
ValueCountFrequency (%)
N44994
39.2%
E29279
25.5%
W28066
24.5%
S12351
 
10.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII114690
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
N44994
39.2%
E29279
25.5%
W28066
24.5%
S12351
 
10.8%

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

First rows

Unnamed: 0BATHRMHF_BATHRMHEATACNUM_UNITSROOMSBEDRMAYBEYBSTORIESPRICEQUALIFIEDSALE_NUMGBABLDG_NUMSTRUCTGRADECNDTNEXTWALLROOFINTWALLKITCHENSFIREPLACESUSECODELANDAREASOURCEZIPCODELATITUDELONGITUDEASSESSMENT_NBHDCENSUS_TRACTCENSUS_BLOCKWARDSQUAREQUADRANT
0040Warm CoolY2.0841910.019723.01095000.0Q12522.01Row InsideVery GoodGoodCommon BrickMetal- SmsHardwood2.05241680Residential20009.038.914680-77.040832Old City 24201.0004201 2006Ward 2152NW
1231Hot Water RadY2.0951910.019843.02100000.0Q32522.01Row InsideVery GoodVery GoodCommon BrickBuilt UpHardwood2.04241680Residential20009.038.914684-77.040678Old City 24201.0004201 2006Ward 2152NW
2331Hot Water RadY2.0851900.019843.01602000.0Q12484.01Row InsideVery GoodGoodCommon BrickBuilt UpHardwood2.03241680Residential20009.038.914683-77.040629Old City 24201.0004201 2006Ward 2152NW
3532Hot Water RadY1.01051913.019724.01950000.0Q15344.01Row InsideVery GoodGoodCommon BrickBuilt UpHardwood1.04112196Residential20009.038.914331-77.039715Old City 24201.0004201 2006Ward 2152NW
4731Hot Water RadY2.0841906.019723.01050000.0Q12401.01Row InsideVery GoodAverageCommon BrickMetal- SmsHardwood2.01241627Residential20009.038.915408-77.040129Old City 24201.0004201 2005Ward 2152NW
5831Warm CoolY2.0731908.019672.01430000.0Q41488.01Row InsideAbove AverageVery GoodCommon BrickBuilt UpHardwood2.01241424Residential20009.038.915017-77.039903Old City 24201.0004201 2005Ward 2152NW
61431Warm CoolY2.0531917.019672.01325000.0Q12692.01Row InsideAbove AverageVery GoodStuccoMetal- SmsHardwood2.01241815Residential20009.038.915038-77.039716Old City 24201.0004201 2005Ward 2152NW
71631Warm CoolY1.0831908.019672.01240000.0Q11662.01Row InsideAbove AverageVery GoodCommon BrickMetal- SmsHardwood1.00111424Residential20009.038.915018-77.039844Old City 24201.0004201 2005Ward 2152NW
81931Hot Water RadY2.0931908.019692.0592250.0Q11598.01Row InsideGood QualityGoodCommon BrickBuilt UpHardwood2.01241424Residential20009.038.915019-77.040138Old City 24201.0004201 2005Ward 2152NW
92031Hot Water RadY1.01451880.019873.033232.0U33465.01Semi-DetachedVery GoodVery GoodCommon BrickBuilt UpHardwood1.03132090Residential20009.038.911370-77.033774Old City 25201.0005201 4003Ward 2208NW

Last rows

Unnamed: 0BATHRMHF_BATHRMHEATACNUM_UNITSROOMSBEDRMAYBEYBSTORIESPRICEQUALIFIEDSALE_NUMGBABLDG_NUMSTRUCTGRADECNDTNEXTWALLROOFINTWALLKITCHENSFIREPLACESUSECODELANDAREASOURCEZIPCODELATITUDELONGITUDEASSESSMENT_NBHDCENSUS_TRACTCENSUS_BLOCKWARDSQUAREQUADRANT
5733510666821Forced AirY1.0731976.019883.0205000.0Q12394.01Row InsideAverageAverageCommon BrickBuilt UpWood Floor1.00112513Residential20032.038.824805-76.997597Congress Heights9811.0009811 2004Ward 86250SE
5733610667230Forced AirN3.01261954.019632.0100000.0Q11600.01MultiAverageAverageCommon BrickComp ShingleHardwood3.00234374Residential20032.038.820755-77.007009Congress Heights10900.0010900 2000Ward 86254SW
5733710667330Forced AirN3.01261954.019882.0103000.0Q11600.01MultiAverageGoodCommon BrickComp ShingleHardwood3.00234523Residential20032.038.820823-77.007013Congress Heights10900.0010900 2000Ward 86254SW
5733810668230Forced AirN3.01381953.019712.0118000.0U11600.01MultiAverageGoodCommon BrickBuilt UpHardwood3.00235311Residential20032.038.821822-77.006996Congress Heights10900.0010900 2000Ward 86254SW
5733910668330Forced AirN3.01461953.019713.01.0U12150.01MultiAverageAverageCommon BrickBuilt UpHardwood3.00237811Residential20032.038.821888-77.006997Congress Heights10900.0010900 2000Ward 86254SW
5734010668720Forced AirN2.01041953.019622.095000.0Q11600.01MultiAverageAverageCommon BrickComp ShingleCarpet2.00235837Residential20032.038.821855-77.005828Congress Heights10900.0010900 2000Ward 86254SW
5734110668820Forced AirY2.01041953.019712.0185000.0U31600.01MultiAverageVery GoodCommon BrickBuilt UpHardwood2.00235302Residential20032.038.821813-77.006034Congress Heights10900.0010900 2000Ward 86254SW
5734210669220Forced AirN2.01051953.019622.0100000.0U11600.01MultiAverageAverageCommon BrickBuilt UpHardwood2.00235348Residential20032.038.821534-77.006407Congress Heights10900.0010900 2000Ward 86254SW
5734310669420Forced AirN2.01041953.019712.0215000.0U41600.01MultiAverageGoodCommon BrickComp ShingleHardwood2.00233046Residential20032.038.821356-77.006528Congress Heights10900.0010900 2000Ward 86254SW
5734410669520Forced AirY2.01041953.019712.0140000.0U21600.01MultiAverageVery GoodCommon BrickComp ShingleHardwood2.00235098Residential20032.038.821300-77.006571Congress Heights10900.0010900 2000Ward 86254SW